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            <img src="media/imgs/profile.png" width="250px" style="float:right; margin-left:20px; margin-right:30px">
            <h2>LIU, Jinyang （刘金杨）</h2>
            <p><br>
				1st year Ph.D. Student, <br>
				The Chinese University of Hong Kong <br>
			</p>
			<!-- <p>Advisor: <a href="https://www.cse.cuhk.edu.hk/lyu/">Prof. Michael R. Lyu</a></p>	 -->
            <p class="m">Contact Info:</p>
            <p>
				Room 101A, SHB, CUHK, Hong Kong<br>
                Email: jyliu@cse.cuhk.edu.hk <br>
                <a href="https://github.com/JinYang88"><img src="media/imgs/github.jpg" width="25px">&nbsp;Github</a>&nbsp;&nbsp;&nbsp;
                <a href="https://scholar.google.com/citations?user=aUURLnoAAAAJ&hl=en&oi=ao"><img src="media/imgs/google_scholar.png" width="20px">&nbsp;Google Scholar</a>&nbsp;&nbsp;&nbsp;
                <!-- <a href="">Linkedin</a>&nbsp;				 -->
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            <p style="clear:both">&nbsp;</p>
			<p class="m">Research Interest:</p>
			<p>
                I am a 1st year Ph.D student at the Chinese University of Hong Kong, under the supervision of <a href="https://www.cse.cuhk.edu.hk/lyu/">Prof. Michael R. Lyu</a>. I got my Bachelor's (2018) and Master's (2020) degree from Sun Yat-Sen University in <a href="http://inpluslab.com/">InPlus Lab</a>, under the supervision of <a href="https://www.cse.cuhk.edu.hk/lyu/">Prof. Zibin ZHENG </a>.

                My research concerns the AIOps, anomaly detection, log analysis, which aims to provide a more reliable could system. I also did research on recommendation system based on deep learning.</p>

            <!-- My research topics are:
            <ul>
                <li>Deep Learning: Understanding and Interpretability</li>
                <li>NLP: Neural Machine Translation</li>
                <li>AI Ops: Log Analysis</li>
            </ul> -->

            <p>
                Our project <a href="https://github.com/logpai">LogPAI</a> provides an end-to-end solution to intelligently manage and analyze logs for modern production systems using machine learning techniques. So far, the project has received <b>1700+</b> stars and <b>700+</b> forks and the datasets <a href="https://zenodo.org/record/3227177#.XmcOSS2B0xh">Loghub</a> have been downloaded for more than <b>13000</b> times by <b>370+</b> organizations. Feel free to contact us if you have any questions.
            </p>

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		<br>
		

        <!-- <a class="anchor" id="news"></a>
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            <h3>News</h3>
            <ul>
		    <li><img src="media/imgs/new.gif"> I receive the <i>honorable metion award</i> of 2019 MSRA Ph.D. Fellowship <a href="https://www.msra.cn/zh-cn/connections/academic-programs/fellows">[Link]</a>.
              <li><img src="media/imgs/new.gif"> Nov-2019: Our ISSRE 2016 paper is selected as the <b><i>Most Influential Papers</i></b>! (Only 26 papers received this honor)</li>
              <li><img src="media/imgs/new.gif"> Aug-2019: Our paper on interpreting neural machine translation models is accepted by EMNLP 2019!</li>
            </ul>
        </div> -->
		
        <p style="clear:both">&nbsp;</p>		
        <a class="anchor" id="publications"></a>
        <div>
            <h3>Publications</h3>
            <!-- <h4 class="l">Conference Papers</h4> -->
            
            
            <p>
                <span class="pub_title">Ensembled CTR Prediction via Knowledge Distillation
                </span>
                <span class="pub_downloads"><a href="media/papers/cikm20.pdf">[pdf]</a>&nbsp;
                </span>
                <strong style="color:#fc4e2a;float: right;margin-right: 50px;">CCF-B</strong>
                <br />
                <span class="pub_authors">Jieming Zhu, <u class="m">Jinyang Liu</u>, Weiqi Li, Jincai Lai, Xiuqiang He, Liang Chen and Zibin Zheng</span>

                <br />
                <span class="pub_type">In Proceedings of the 29th International Conference on Information and Knowledge Management (<a href="https://www.cikm2020.org/">CIKM 2020</a>), online, Oct 19 - 23, 2020</span>
    			<br /><br/>
            </p>

            <p>
                <span class="pub_title">FuxiCTR: An Open Benchmark for Click-Through Rate Prediction</span>
                <span class="pub_downloads"><a href="https://arxiv.org/abs/2009.05794">[arXiv]</a>&nbsp;
                </span>
                <!-- <strong style="color:#fc4e2a;float: right;margin-right: 50px;">CCF-B</strong> -->
                <br />
                <span class="pub_authors">Jieming Zhu, Shilin He, <u class="m">Jinyang Liu</u>, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu</span>
                <br />
                <span class="pub_type">In submission</span>
                <!-- <span class="pub_type">In Proceedings of the 34th International Conference on Automated Software Engineering (<a href="https://2019.ase-conferences.org/">ASE 2019</a>), San Diego, California, United States, Nov 11 - 15, 2019</span> -->
    			<br /><br/>
            </p>

            <p>
                <span class="pub_title">Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression</span>
                <span class="pub_downloads"><a href="https://arxiv.org/abs/1910.00409">[arXiv]</a>&nbsp;<a href="https://dblp.uni-trier.de/rec/conf/kbse/LiuZHHZL19.html?view=bibtex">[BibTex]</a>&nbsp;<a href="https://github.com/logpai/logzip">[Code]</a>&nbsp;
                </span>
                <strong style="color:#fc4e2a;float: right;margin-right: 50px;">CCF-A</strong>
                <br />
                <span class="pub_authors"><u class="m">Jinyang Liu</u>, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, Michael R. Lyu</span>

                

                <br />
                <span class="pub_type">In Proceedings of the 34th International Conference on Automated Software Engineering (<a href="https://2019.ase-conferences.org/">ASE 2019</a>), San Diego, California, United States, Nov 11 - 15, 2019</span>
    			<br /><br/>
            </p>

		    <p>
                <!-- <img src="media/imgs/xxx.png" width="300px" style="float:left; margin-right:10px"> -->
                <span class="pub_title">Tools and Benchmarks for Automated Log Parsing</span>
                <span class="pub_downloads"><a href="https://arxiv.org/abs/1811.03509 ">[arXiv]</a>&nbsp;<a href="https://dblp.uni-trier.de/rec/conf/icse/ZhuHLHXZL19.html?view=bibtex">[BibTex]</a>&nbsp;<a href="https://github.com/logpai/logparser">[Code]</a>&nbsp;<iframe src="https://ghbtns.com/github-btn.html?user=logpai&repo=logparser&type=star&count=true" frameborder="0" scrolling="0" width="170px" height="20px" align='top'></iframe></span>
                <strong style="color:#fc4e2a;float: right;margin-right: 50px;">CCF-A</strong>
                <br />
                <span class="pub_authors">Jieming Zhu, Shilin He, <u class="m">Jinyang Liu</u>, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu</span>
                <br />
                <span class="pub_type">In Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (<a href="https://2019.icse-conferences.org">ICSE 2019</a>), Montréal, QC, Canada, May 25 - 31, 2019</span>
    			<br /><br/>
            </p>


            <!-- <a href="publications.html#publications"><span class="pub_title"> <font color="#13227a">More Publications ...</font>    </span></a> -->
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        <p style="clear:both">&nbsp;</p>
        <a class="anchor" id="work"></a>
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            <h3>Work Experience</h3>
            <br />
            <table border="0">                
                <tr class="table_item">
                    <td class="table_date">May 2020 - Present</td>
                    <td class="table_desc"><p>Huawei Cloud BU@CUHK Lab</p>
                    <p>Research Intern</td>
                </tr>
                <tr class="table_item">
                    <td class="table_date">Jan 2018 - Aug 2018</td>
                    <td class="table_desc"><p>Huawei 2012 Lab, Reliability Group</p>
                    <p>Research Intern, Mentor: <a href="http://jiemingzhu.github.io/">Jieming Zhu</a></td>
                </tr>
            </table>
        </div>
        
        <!-- ********************** teaching **********************-->
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            <h3>Teaching Experience</h3>
            <br />
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                    <td class="table_date">Fall 2016</td>
                    <td class="table_desc">ELEG4201 - CMOS Integrated Circuits</td>
                </tr>
                <tr>
                    <td class="table_date">Spring 2017</td>
                    <td class="table_desc">CSCI3100 - Software Engineering</td>
                </tr>
                <tr>
                    <td class="table_date">Fall 2017</td>
                    <td class="table_desc">ENGG2020 - Digital Logic and Systems</td>
                </tr>
                <tr>
                    <td class="table_date">Spring 2018</td>
                    <td class="table_desc">CSCI3100 - Software Engineering</td>
                </tr>
                <tr>
                    <td class="table_date">Fall 2018</td>
                    <td class="table_desc">ENGG1110 - Problem Solving by Programming</td>
                </tr>
                <tr>
                    <td class="table_date">Spring 2019</td>
                    <td class="table_desc">CSCI3100 - Software Engineering</td>
                </tr>
                <tr>
                    <td class="table_date">Fall 2019</td>
                    <td class="table_desc">ENGG1110 - Problem Solving by Programming</td>
                </tr>
            </table>
        </div> -->

        <!-- ********************** talks **********************-->
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        <a class="anchor" id="talks"></a>
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            <h3>Talks and Presentations</h3>
            <br />
            <table border="0">
            	  <tr>
                    <td class="table_date">Sept 2016</td>
                    <td class="table_title">XXXXXX</td>
                </tr>
                <tr>
                    <td>&nbsp;</td>
                    <td class="table_desc">XXX University</td>
                </tr>
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        <!-- ********************** services **********************-->
        <!-- <p style="clear:both">&nbsp;</p>
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            <h3>Services</h3>
            <h5>Reviewer or Sub-Reviewer</h5>

            <table border="0">
                <tr>
                    <td class="table_date">2020</td>
                    <td class="table_desc">AAAI</td>
                </tr>
                <tr>
                    <td class="table_date">2019</td>
                    <td class="table_desc">TKDE, NIPS, ICML, EMNLP, NAACL, FSE, DSN</td>
                </tr>
                <tr>
                    <td class="table_date">2018</td>
                    <td class="table_desc">NIPS, IJCAI, DSN</td>
                </tr>
                <tr>
                    <td class="table_date">2017</td>
                    <td class="table_desc">ISSRE, ICDCS</td>
                </tr>
            </table>
        </div> -->

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        <div style='text-align: center;'>Victoria Harbour, Hong Kong, China</div>
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